Latest Interviews
Showing 1–3 of 3 interview transcripts.
Clear all filters- a16z30 min
The Chip That Could Unlock AGI.
Former Databricks AI head Naveen Rao founded Unconventional AI at NeurIPS to develop first-principles hardware that utilizes physical circuit dynamics rather than traditional digital logic, aiming to resolve the impending 400-gigawatt energy shortfall in data centers. Partnering with TSMC for manufacturing, the startup targets the creation of large-scale analog chips optimized for time-dynamic workloads like diffusion and energy-based models to accelerate the path toward Artificial General Intelligence. This initiative seeks to replace the binary computing paradigm with substrates capable of replicating biological efficiency, positioning Rao's team to bridge the gap between theoretical dynamical systems and scalable engineering.
- a16z43 min
Who's Coding Now? - AI and the Future of Software Development
Guido Appenzeller, Matt Bornstein, Yoko Li
Positioned as a $3 trillion global market following a $200 billion investment surge, the AI coding sector is transforming a workforce of 30 million developers through integrated agents that shift workflows from syntax generation to specification drafting. While industry leaders project productivity gains equivalent to Apple's market value by doubling output efficiency, organizations are adapting to non-deterministic model behaviors by redefining success metrics and enforcing "spec-first" strategies for legacy modernization. This evolution requires a new hybrid of human expertise and structured formal languages to manage hallucination risks, ultimately redefining the developer role from code writer to system architect.
- a16z37 min
What Is an AI Agent?
Guido Appenzeller, Matt Bornstein, Yoko Li
Industry experts define AI agents as multi-step systems capable of dynamic reasoning and tool usage, distinguishing them from simple prompt wrappers despite widespread marketing inflation. Current market adoption is constrained by data silos, security gaps in authentication, and the technical difficulty of enabling non-deterministic models to interact reliably with fragmented user environments. Ultimately, the field is shifting toward specialized workflows and multimodal capabilities, with agents expected to become invisible infrastructure within two to five years rather than standalone products.